Publications
- Publications
- Conferences and Journals
Our Research Publications
CheXtriev: Anatomy-Centered Representation for Case-Based Retrieval of Chest Radiographs
Naren Akash R J*, Arihanth Srikar* and Jayanthi Sivaswamy (* = joint first authors)
Medical Image Computing and Computer Assisted Interventions (MICCAI) 2024 (Marrakech, Morocco)
Nerve Block Target Localization and Needle Guidance for Autonomous Robotic Ultrasound Guided Regional Anesthesia
Abhishek Tyagi, Abhay Tyagi, Manpreet Kaur, Richa Aggarwal, Kapil Soni, Jayanthi Sivaswamy and Anjan Trikha
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) 2024 (Abu Dhabi, UAE)
“Visualization matters” – stereoscopic visualization of 3D graphic neuroanatomic models through AnaVu enhances basic recall and radiologic anatomy learning when compared with monoscopy
Doris George Yohannan, Aswathy Oommen, Amruth S Kumar, S Devanand, Minha Resivi Ut, Navya Sajan, Neha Thomas, Nasreen Anzer, Nithin K Raju, Bejoy Thomas, Jayadevan E Rajan, Umesan K Govindapillai, Pawan Harish, Tirur Raman Kapilamoorthy, Chandrasekharan Kesavadas, Jayanthi Sivaswamy
BMC Medical Education 2024
Leveraging Spatial Guidance for Accurate Multi-Organ Segmentation in Abdominal CT
Samruddhi Shastri, Naren Akash R J and Jayanthi Sivaswamy
Under Review
Locate-then-Delineate: A Free Text Guided Approach for Pneumothorax Segmentation in Chest Radiographs
Samruddhi Shastri*, Naren Akash R J*, Lokesh Gautham and Jayanthi Sivaswamy (* = joint first authors)
In IEEE International Symposium on Biomedical Imaging (ISBI), May 2024 (Athens, Greece)
Global Space Modelling of Biological Processes With Cross-Sectional Data
Alphin Thottupattu, Jayanthi Sivaswamy and Venkateswaran P Krishnan
In Indian Conference on Computer Vision, Graphics and Image Processing (ICVGIP), December 2023
AnaVu: A Scalable Anatomical 3D Visualization System for Classroom Teaching
Pawan Harish, Jayanthi Sivaswamy, Priyanka Srivastava, Doris George Yohannan, Sirisha Bandi, Sarada Devi Sattiraju and P J Narayanan
In IEEE International Conference on Teaching, Assessment and Learning for Engineering (TALE), November 2023 (Auckland, New Zealand)
Evidence-Driven Differential Diagnosis of Malignant Melanoma
Naren Akash R J, Anirudh Kaushik and Jayanthi Sivaswamy
In International Conference on Medical Image Computing and Computer Assited Interventions (MICCAI) ISIC Skin Image Analysis Workshop, October 2023 (Vancouver, Canada)
Anatomy Teacher’s Perspectives on Using AnaVu: A Novel Low-resource Stereoscopic Projection System for Neuroanatomy Education
Doris George Yohannan, Aswathy Maria Oommen, Nithin Kadakampallill Raju, Bejoy Thomas, Jayadevan Enakshy Rajan, Umesan Kannavilakom Govindapillai, Pawan Harish, Tirur Raman Kapilamoorthy, Chandrasekharan Kesavadas and Jayanthi Sivaswamy
In National Journal of Clinical Anatomy, October 2023
A Diffeomorphic Aging Model for Adult Human Brain from Cross-Sectional Data
Alphin J Thottupattu, Jayanthi Sivaswamy and Venkateswaran P Krishnan
In Nature Scientific Reports 12, Article Number: 12638, July 2022
A Method for Image Registration via Broken Geodesics
Alphin J Thottupattu, Jayanthi Sivaswamy and Venkateswaran P Krishnan
In International Workshop on Biomedical Image Registration (WBIR), July 2022
Fast Detection of Sulcal Regions for Classification of Alzheimer’s disease and Mild Cognitive Impairment
Abhinav Dhere, Vikas Vazhayil and Jayanthi Sivaswamy
In IEEE International Conference on Signal Processing and Communications (SPCOM), July 2022
COVID Detection from Chest X-Ray Images using Multi-Scale Attention
Abhinav Dhere and Jayanthi Sivaswamy
In IEEE Journal of Biomedical and Health Informatics (JBHI), April 2022
A Method to Remove Size Bias in Sub-Cortical Structure Segmentation
Mythri V*, Alphin J Thottupattu*, Naren Akash R J and Jayanthi Sivaswamy
In IEEE International Symposium on Biomedical Imaging (ISBI), April 2022
Incremental Learning for a Flexible CAD System Design
Prathyusha Akundi and Jayanthi Sivaswamy
In IEEE International Symposium on Biomedical Imaging (ISBI), April 2022
Manifold Learning to Address Catastrophic Forgetting
Prathyusha Akundi and Jayanthi Sivaswamy
In Indian Conference on Computer Vision, Graphics and Image Processing (ICVGIP), December 2021
Glaucoma Assessment from Fundus Images with Fundus to OCT Feature Space Mapping
Divya Jyothi Gaddipati and Jayanthi Sivaswamy
In ACM Transactions on Computing for Healthcare, October 2021
Lung Nodule Malignancy Classification with Weakly-Supervised Explanation Generation
Aniket Joshi, Jayanthi Sivaswamy and Gopal Datt Joshi
In SPIE Journal of Medical Imaging, July 2021
Explainable Disease Classification via Weakly-Supervised Segmentation
Aniket Joshi, Gaurav Mishra and Jayanthi Sivaswamy
In International Conference on Medical Image Computing and Computer Assited Interventions (MICCAI) Workshop on Interpretability of Machine Intelligence in Medical Image Computing, October 2020
A Fast Method For Shape Template Generation
Alphin J Thottupattu and Jayanthi Sivaswamy
In IEEE International Conference on Image Processing (ICIP), October 2020
Image Segmentation Using Hybrid Representations
Alakh Desai, Ruchi Chauhan and Jayanthi Sivaswamy
In International Symposium on Biomedical Imaging (ISBI), April 2020
Glaucoma Assessment from OCT images using Capsule Network
Divya Jyothi Gaddipati, Alakh Desai, Jayanthi Sivaswamy and Koenraad A Vermeer
In Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), July 2019
FPD-M-net: Fingerprint Image Denoising and Inpainting Using M-Net Based Convolutional Neural Networks
Sukesh Adiga V and Jayanthi Sivaswamy
In Inpainting and Denoising Challenges, October 2019
3rd Rank in ECCV 2018 Satellite Event by Chalearn LAP In-painting Competition Track-3
Synthesis of Optical Nerve Head Region of Fundus Image
Anurag Deshmukh and Jayanthi Sivaswamy
In IEEE International Symposium on Biomedical Imaging (ISBI), April 2019
Matching the Characteristics of Fundus and Smartphone Camera Images
Sukesh Adiga V and Jayanthi Sivaswamy
In IEEE International Symposium on Biomedical Imaging (ISBI), April 2019
Construction of Indian Human Brain Atlas
Jayanthi Sivaswamy, Alphin J Thottupattu, Raghav Mehta, R Sheelakumari and Chandrasekharan Kesavadas
In Neurology India, January 2019
Segmentation of Retinal Cysts From Optical Coherence Tomography Volumes Via Selective Enhancement
Karthik Gopinath and Jayanthi Sivaswamy
In IEEE Journal of Biomedical and Health Informatics (JBHI), January 2019
Shared Encoder based Denoising of Optical Coherence Tomography Images
Sukesh Adiga V and Jayanthi Sivaswamy
In Indian Conference on Computer Graphics, Vision and Image Processing (ICVGIP), December 2018
Scan, Dwell, Decide: Strategies for Detecting Abnormalities in Diabetic Retinopathy
Samrudhdhi B Rangrej, Jayanthi Sivaswamy and Priyanka Srivastava
In PLoS One, November 2018
A Supervised Joint Multi-layer Segmentation Framework for Retinal Optical Coherence Tomography Images using Conditional Random Field
Arunava Chakravarty and Jayanthi Sivaswamy
In Computer Methods and Programs in Biomedicine, October 2018
To Learn Or Not To Learn Features For Deformable Registration?
Aabhas Majumdar, Raghav Mehta and Jayanthi Sivaswamy
In International Conference on Medical Image Computing and Computer Assisted Interventions (MICCAI) Workshop on Deep Learning Fails, October 2018
Solution to Overcome the Sparsity Issue of Annotated Data in Medical Domain
Pujitha Appan K and Jayanthi Sivaswamy
In CAAI Transactions on Intelligence Technology, August 2018
RACE-Net: A Recurrent Neural Network for Biomedical Image Segmentation
Arunava Chakravarty and Jayanthi Sivaswamy
In IEEE Journal of Biomedical and Health Informatics (JBHI), July 2018
Topography and Correlation of Radial Peripapillary Capillary Density Network with Retinal Nerve Fibre Layer Thickness
Tarannum Mansoori, Jayanthi Sivaswamy, Jahnavi Sai Gamalapati and Nagalla Balakrishna
In International Ophthalmology, June 2018
Construction of a Retinal Atlas for Macular OCT Volumes
Arunava Chakravarty, Divya Jyothi Gaddipati and Jayanthi Sivaswamy
In International Conference on Image Analysis and Recognition (ICIAR), June 2018
Retinal Image Synthesis for CAD Development
Pujitha Appan K and Jayanthi Sivaswamy
In International Conference on Image Analysis and Recognition (ICIAR), June 2018
Multimodal Registration of Retinal Images
Jahnavi Sai Gamalapati and Jayanthi Sivaswamy
In National Conference on Computer Vision, Pattern Recognition, Image Processing and Graphics (NCVPRIPG), December 2017
Crowdsourced Annotations as an Additional Form of Data Augmentation for CAD Development
Pujitha Appan K and Jayanthi Sivaswamy
In IAPR Asian Conference on Pattern Recognition (ACPR), November 2017
A Deep Learning Framework for Segmentation of Retinal Layers from OCT Images
Karthik Gopinath, Samrudhdhi B Rangrej and Jayanthi Sivaswamy
In IAPR Asian Conference on Pattern Recognition (ACPR), November 2017
Joint Optic Disc and Cup Boundary Extraction from Monocular Fundus Images,
Arunava Chakravarty and Jayanthi Sivaswamy
In Computer Methods and Programs in Biomedicine, August 2017
End-to-end Learning of a Conditional Random Field for Intra-retinal Layer Segmentation in Optical Coherence Tomography
Arunava Chakravarty and Jayanthi Sivaswamy
In Annual Conference on Medical Image Understanding and Analysis (MIUA), July 2017
BrainSegNet: A Convolutional Neural Network Architecture for Automated Segmentation of Human Brain Structures
Raghav Mehta, Aabhas Majumdar and Jayanthi Sivaswamy
In Journal of Medical Imaging, April 2017
Assistive Lesion-Emphasis System: An Assistive System for Fundus Image Readers
Samrudhdhi B Rangrej and Jayanthi Sivaswamy
In Journal of Medical Imaging, April 2017
Radial Peripapillary Capillary Density Measurement Using Optical Coherence Tomography Angiography in Early Glaucoma
Tarannum Mansoori, Jayanthi Sivaswamy, Jahnavi Sai Gamalapati and Nagalla Balakrishna
In Journal of Glaucoma, May 2017
Detection of Neovascularisation from Retinal Images using Semi-Supervised Learning
Pujitha Appan K, Jahnavi Sai Gamalapati and Jayanthi Sivaswamy
In International Symposium on Biomedical Imaging (ISBI), April 2017
M-net: A Convolutional Neural Network for Deep Brain Segmentation
Raghav Mehta and Jayanthi Sivaswamy
In International Symposium on Biomedical Imaging (ISBI), April 2017
Vessel Keypoint Detector for Junction Classification
Chetan L Srinidhi, Priyadarshi Rath and Jayanthi Sivaswamy
In International Symposium on Biomedical Imaging (ISBI), April 2017
Measurement of Radial Peripapillary Capillary Density in the Normal Human Retina Using Optical Coherence Tomography Angiography
Tarannum Mansoori, Jayanthi Sivaswamy, Jahnavi Sai Gamalapati, Satish Gooty Agraharam and Nagalla Balakrishna
In Journal of Glaucoma, March 2017
Numerical Inversion of Circular arc Radon Transform
Tabish A Syed, Venkateswaran P Krishnan and Jayanthi Sivaswamy
In IEEE Transactions on Computational Imaging, December 2016
Cardiac Motion Analysis by Temporal Flow Graphs
V S R Veeravasarapu, Jayanthi Sivaswamy, Vishanji Karani
In Computing Research Repository (CoRR), April 2016
Automated Detection of Glaucoma From Topographic Features of the Optic Nerve Head in Color Fundus Photographs
ALipi Chakrabarty, Gopal Datt Joshi, Arunava Chakravarty, Ganesh V Raman, S R Krishnadas, Jayanthi Sivaswamy
In Journal of Glaucoma, July 2016
A Biologically Inspired Saliency Model for Color Fundus Images
Samrudhdhi B Rangrej and Jayanthi Sivaswamy
In Indian Conference on Computer Vision, Graphics and Image Processing (ICVGIP), December 2016
Glaucoma Classification with a Fusion of Segmentation and Image-based Features
Arunava Chakravarty and Jayanthi Sivaswamy
In IEEE International Symposium on Biomedical Imaging (ISBI), April 2016
A Hybrid Approach to Tissue-based Intensity Standardization of Brain MRI Images
Raghav Mehta and Jayanthi Sivaswamy
In IEEE International Symposium on Biomedical Imaging (ISBI), April 2016
Automatic Glaucoma Assessment from Angio-OCT Images
Karthik Gopinath, Jayanthi Sivaswamy and Tarannum Mansoori
In IEEE International Symposium on Biomedical Imaging (ISBI), April 2016
Optic disk and macula detection from retinal images using Generalized Motion Pattern
Gaurav Mittal and Jayanthi Sivaswamy
In National Conference on Computer Vision, Pattern Recognition, Image Processing and Graphics (NCVPRIPG), December 2015
Latent Factor Model based Classification for Detecting Abnormalities in Retinal Images
Tabish A Syed and Jayanthi Sivaswamy
In IAPR Asian Conference on Pattern Recognition (ACPR), November 2015
Regenerative Random Forest with Automatic Feature Selection to Detect Mitosis in Histopathological Breast Cancer Images
Angshuman Paul, Anisha Dey, Dipti Prasad Mukherjee, Jayanthi Sivaswamy and Vijaya Tourani
In International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), October 2015
PET Image Reconstruction and Denoising on Hexagonal Lattices
Tabish A Syed and Jayanthi Sivaswamy
In IEEE International Conference on Image Processing (ICIP), September 2015
An Assistive Annotation System for Retinal Images
Ujjwal, Arunava Chakravarty and Jayanthi Sivaswamy
In International Symposium on Biomedical Imaging, April 2015
A Comprehensive Retinal Image Dataset for the Assessment of Glaucoma from the Optic Nerve Head Analysis
Jayanthi Sivaswamy, S. R. Krishnadas, Arunava Chakravarty, Gopal Dutt Joshi, Ujjwal and Tabish A Syed
In JSM Biomedical Imaging Data Papers, March 2015
Drishti-GS: Retinal Image Dataset for Optic Nerve Head(ONH) Segmentation
Jayanthi Sivaswamy, S. R. Krishnadas, Gopal Datt Joshi, Madhulika Jain, Ujjwa, Tabish A Syed
In IEEE International Symposium on Biomedical Imaging (ISBI), April 2014
Coupled Sparse Dictionary for Depth-based Cup Segmentation from Single Color Fundus Image
Arunava Chakravarty and Jayanthi Sivaswamy
In International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), September 2014
Bilateral Symmetry based Framework for Joint Detection of Optic Disk and Macula in Color Fundus Images
Ayush Tewari, Dhwanit Gupta and Jayanthi Sivaswamy
In IEEE International Conference on Signal Processing and Communications (SPCOM), July 2014
Time-frequency Analysis based Motion Detection in Perfusion Weighted MRI
Sushma M, Anubha Gupta and Jayanthi Sivaswamy
In National Conference on Computer Vision, Pattern Recognition, Image Processing and Graphics (NCVPRIPG), December 2013
Visual Saliency based Bright Lesion Detection and Discrimination in Retinal Images
Ujjwal, K Sai Deepak, Arunava Chakravarty and Jayanthi Sivaswamy
In IEEE International Symposium on Biomedical Imaging (ISBI), April 2013
A Bag of Words Approach for Discriminating between Retinal Images Containing Exudates or Drusen
Mark J. J. P. van Grinsven, Arunava Chakravarty, Jayanthi Sivaswamy, Thomas Theelen, Bram Van Ginneken and Clara I. Sánchez
In IEEE International Symposium on Biomedical Imaging (ISBI), April 2013
A Novel Approach for Quantification of Retinal Vessel Tortuosity using Quadratic Polynomial Decomposition
Arunava Chakravarty and Jayanthi Sivaswamy
In Indian Conference on Medical Informatics and Telemedicine (ICMIT), March 2013
Auto-Windowing of Ischemic Stroke Lesions in Diffusion Weighted Imaging of the Brain
Shashank Mujumdar, Jayanthi Sivaswamy, L. T. Kishore and Ravi Varma
In Indian Conference on Medical Informatics and Telemedicine (ICMIT), March 2013
Depth Discontinuity-Based Cup Segmentation From Multiview Color Retinal Images
Gopal Datt Joshi, Jayanthi Sivaswamy and S. R. Krishnadas
In IEEE Transactions on Biomedical Engineering, Volume: 59, Issue: 6, June 2012
Detection and Discrimination of Disease-related Abnormalities based on Learning Normal Cases
K Sai Deepak, N. V. Kartheek Medathati and Jayanthi Sivaswamy
In Pattern Recognition, Volume: 45, Issue: 10, October 2012
Automatic Assessment of Macular Edema from Color Retinal Images
K Sai Deepak and Jayanthi Sivaswamy
In IEEE Transactions on Medical Imaging, Volume: 31, Issue: 3, March 2012
An Efficient, Bolus-Stage Based Method for Motion Correction in Perfusion Weighted MRI
Rohit Gautam, Jayanthi Sivaswamy and Ravi Varma
In International Conference on Pattern Recognition (ICPR), November 2012
A Novel Framework for Segmentation of Stroke Lesions in Diffusion Weighted MRI using Multiple b-value Data
Shashank Mujumdar, Jayanthi Sivaswamy, L. T. Kishore and Ravi Varma
In International Conference on Pattern Recognition (ICPR), November 2012
Assessment of Computational Visual Attention Models on Medical Images
Varun Jampani, Ujjwal, Jayanthi Sivaswamy and Vivek Vaidya
In Indian Conference on Computer Vision, Graphics and Image Processing (ICVGIP), December 2012
Motion Pattern-Based Image Features for Glaucoma Detection from Retinal Images
K Sai Deepak, Madhulika Jain, Gopal Datt Joshi and Jayanthi Sivaswamy
In Indian Conference on Computer Vision, Graphics and Image Processing (ICVGIP), December 2012
A Method for Motion Detection and Categorization in Perfusion Weighted MRI
Rohit Gautam, Jayanthi Sivaswamy and Ravi Varma
In Indian Conference on Computer Vision, Graphics and Image Processing (ICVGIP), December 2012
A Supervised Background Learning Method for Stroma Identification from H&E images
Anisha Dey, Jayanthi Sivaswamy and Vijaya Tourani
In Indian Conference on Computer Vision, Graphics and Image Processing (ICVGIP) MedImage Workshop, December 2012
Estimating the Functional Networks from Sudden Respiratory Changes - a fMRI Group ICA Method Study
K Vemuri and Jayanthi Sivaswamy
In Indian Conference on Computer Vision, Graphics and Image Processing (ICVGIP) MedImage Workshop, December 2012
Detection of Peri-Papillary Atrophy and RNFL Defect from Retinal Images
Gopal Datt Joshi, Jayanthi Sivaswamy, R. Prashanth and S. R. Krishnadas
In International Conference on Image Analysis and Recognition (ICIAR), June 2012
Image Mosaicing of Low Quality Neonatal Retinal Images
Akhilesh Bontala, Jayanthi Sivaswamy and Rajeev R Pappuru
In IEEE International Symposium on Biomedical Imaging (ISBI), April 2012